Dual-Evolving Reinforcement Learning for Automated Reward Design

arXiv:2512.13399 · cs.AI, cs.CL · Submitted 2025-12-15 · Read on arXiv

cs.AI, cs.CL

Submitted: 2025-12-15

Updated: 2026-10-13

Terminology

• Reinforcement Learning — 3× in this paper · explained in 4 episodes
• Reward Function — 2× in this paper · explained in 3 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Differentiable Evolutionary Reinforcement Learning — 1× in this paper
• Generalization — 1× in this paper · explained in 13 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes

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